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The HTM Spatial Pooler—A Neocortical Algorithm for Online Sparse Distributed Coding
Hierarchical temporal memory (HTM) provides a theoretical framework that models several key computational principles of the neocortex. In this paper, we analyze an important component of HTM, the HTM spatial pooler (SP). The SP models how neurons learn feedforward connections and form efficient repr...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2017
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5712570/ https://www.ncbi.nlm.nih.gov/pubmed/29238299 http://dx.doi.org/10.3389/fncom.2017.00111 |